{
 "nbformat": 4,
 "nbformat_minor": 2,
 "metadata": {
  "language_info": {
   "name": "python",
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "version": "3.7.7-final"
  },
  "orig_nbformat": 2,
  "file_extension": ".py",
  "mimetype": "text/x-python",
  "name": "python",
  "npconvert_exporter": "python",
  "pygments_lexer": "ipython3",
  "version": 3,
  "kernelspec": {
   "name": "python37764bit1d885c019d644cf7bcbad637e45a2e02",
   "display_name": "Python 3.7.7 64-bit"
  }
 },
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 根据本质矩阵估计相机相对位姿"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "import glob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# path为正则匹配、或者固定路径\n",
    "def getCornersWithPath(path):\n",
    "    # 读取图片\n",
    "    img = cv2.imread(path)\n",
    "    # 转为灰度图\n",
    "    gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)\n",
    "    # 寻找棋盘图的内角点位置\n",
    "    _, corners = cv2.findChessboardCorners(gray, (6,9), None) # 棋盘格内的内角点行列数为6*9\n",
    "    return corners"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "上一节课的相机内参数矩阵\n",
    "[[1.09676242e+03 0.00000000e+00 7.15752274e+02],\n",
    " [0.00000000e+00 1.09684605e+03 5.46891179e+02],\n",
    " [0.00000000e+00 0.00000000e+00 1.00000000e+00]]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": "E:  [[-0.210479   -0.65931599 -0.14362914]\n [ 0.65547978 -0.20624933 -0.03565998]\n [ 0.16113933 -0.03036636 -0.0044196 ]]\n"
    }
   ],
   "source": [
    "mtx = np.array([[1.09676242e+03,0.00000000e+00,7.15752274e+02],\n",
    " [0.00000000e+00,1.09684605e+03,5.46891179e+02],\n",
    " [0.00000000e+00,0.00000000e+00,1.00000000e+00]])\n",
    "l_corners = getCornersWithPath('./images/pl.png')\n",
    "r_corners = getCornersWithPath('./images/pr.png')\n",
    "\n",
    "# 计算本质矩阵\n",
    "E, mask = cv2.findEssentialMat(l_corners, r_corners,cameraMatrix=mtx, method=cv2.RANSAC,threshold=1, prob=0.999)\n",
    "print('E: ', E)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": "旋转矩阵: [[ 0.95385648 -0.29931545 -0.0238343 ]\n [ 0.29865061  0.95395591 -0.02785566]\n [ 0.0310745   0.01945218  0.99932777]]\n平移矩阵: [[-0.02726505]\n [ 0.23037291]\n [-0.97272038]]\n平移量: 0.9999999999999999\n"
    }
   ],
   "source": [
    "# 利用本质矩阵计算相对位姿\n",
    "from math import degrees as dg\n",
    "from math import sqrt\n",
    "# 本质矩阵分解成R,T矩阵\n",
    "_, R, t, mask = cv2.recoverPose(E, l_corners, r_corners, mtx)\n",
    "value = sqrt(t[0][0]**2 + t[1][0]**2 + t[2][0]**2)\n",
    "print(\"旋转矩阵:\", R)\n",
    "print(\"平移矩阵:\", t)\n",
    "print(\"平移量:\",value)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "本质矩阵是在相机坐标中的相机相对位姿、通过本质矩阵可以对相机上对目标投影点位置进行相对位姿估计。  \n",
    "图片在距离相机1米的位置拍摄、最后求得的平移矩阵平移量 也正好是1米"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 利用SIFT算法匹配两张不同角度拍摄的书本的特征点"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
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\n"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "import math\n",
    "from matplotlib import pyplot as plt\n",
    "import matplotlib\n",
    "%matplotlib inline\n",
    "\n",
    "book_l = cv2.imread('./images/book_l.png')\n",
    "book_r = cv2.imread('./images/book_r.png')\n",
    "\n",
    "# sift算子\n",
    "gray1 = cv2.cvtColor(book_l, cv2.COLOR_BGR2GRAY)\n",
    "gray2 = cv2.cvtColor(book_r, cv2.COLOR_BGR2GRAY)\n",
    "maxcorners = 1000\n",
    "# 特征点检测计算描述子\n",
    "sift = cv2.xfeatures2d_SIFT.create(nfeatures=maxcorners)\n",
    "kp1, descriptors1 = sift.detectAndCompute(gray1,None)\n",
    "kp2, descriptors2 = sift.detectAndCompute(gray2,None)\n",
    "# 最近邻近似匹配\n",
    "FBMatcher = cv2.FlannBasedMatcher()\n",
    "matches = FBMatcher.knnMatch(descriptors1, descriptors2, k=2)\n",
    "# 2nn匹配优化\n",
    "good = [[m] for m, n in matches if m.distance < 0.4 * n.distance]\n",
    "img3 = cv2.drawMatchesKnn(book_l, kp1, book_r, kp2, good, None, flags=2)\n",
    "\n",
    "plt.imshow(img3)\n",
    "cv2.imshow('matched', img3)\n",
    "cv2.waitKey(1000)\n",
    "cv2.imwrite(\"./images/sift.png\", img3)\n",
    "cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ]
}